{"library":"pingouin","type":"library","category":null,"description":"Pingouin is an open-source statistical package written in Python 3 and based mostly on Pandas and NumPy. It provides a comprehensive yet user-friendly set of functions for various statistical tests, including ANOVAs, correlations, regressions, Bayes Factors, effect sizes, and reliability analysis. The current stable version is 0.6.1, and the library maintains a frequent release cadence with ongoing development.","language":"python","status":"active","version":"0.6.1","tags":["statistics","data analysis","scientific computing","pandas","numpy","biostatistics","psychology"],"install":[{"cmd":"pip install pingouin","imports":["import pingouin as pg","from pingouin import ttest"]},{"cmd":"conda install -c conda-forge pingouin","imports":[]}],"homepage":"https://pingouin-stats.org/index.html","github":"https://github.com/raphaelvallat/pingouin","docs":null,"changelog":"https://pingouin-stats.org/build/html/changelog.html","pypi":"https://pypi.org/project/pingouin/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":21,"avg_import_s":5.74,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/pingouin/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}